Análisis Exploratorio de Datos del dataset

Brought to you by YData

Dataset statistics

Number of variables	11
Number of observations	101223
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	9.3 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`num_procedures` has 46212 (45.7%) zeros	Zeros

Reproduction

Analysis started	2025-05-01 05:26:03.141637
Analysis finished	2025-05-01 05:26:14.212207
Duration	11.07 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

age
Real number (ℝ)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	65.959663

Minimum	5
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	5
5-th percentile	35
Q1	55
median	65
Q3	75
95-th percentile	85
Maximum	95
Range	90
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.95113
Coefficient of variation (CV)	0.24183158
Kurtosis	0.27612077
Mean	65.959663
Median Absolute Deviation (MAD)	10
Skewness	-0.62882939
Sum	6676635
Variance	254.43854
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
75	25888	25.6%
65	22365	22.1%
55	17150	16.9%
85	17107	16.9%
45	9654	9.5%
35	3768	3.7%
95	2792	2.8%
25	1653	1.6%
15	686	0.7%
5	160	0.2%

Value	Count	Frequency (%)
5	160	0.2%
15	686	0.7%
25	1653	1.6%
35	3768	3.7%
45	9654	9.5%
55	17150	16.9%
65	22365	22.1%
75	25888	25.6%
85	17107	16.9%
95	2792	2.8%

Value	Count	Frequency (%)
95	2792	2.8%
85	17107	16.9%
75	25888	25.6%
65	22365	22.1%
55	17150	16.9%
45	9654	9.5%
35	3768	3.7%
25	1653	1.6%
15	686	0.7%
5	160	0.2%

admission_type_id
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0282248

Minimum	1
Maximum	8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	3
95-th percentile	6
Maximum	8
Range	7
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.4471052
Coefficient of variation (CV)	0.71348365
Kurtosis	1.9234629
Mean	2.0282248
Median Absolute Deviation (MAD)	0
Skewness	1.5866938
Sum	205303
Variance	2.0941135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
1	53509	52.9%
3	18831	18.6%
2	18465	18.2%
6	5289	5.2%
5	4778	4.7%
8	320	0.3%
7	21	< 0.1%
4	10	< 0.1%

Value	Count	Frequency (%)
1	53509	52.9%
2	18465	18.2%
3	18831	18.6%
4	10	< 0.1%
5	4778	4.7%
6	5289	5.2%
7	21	< 0.1%
8	320	0.3%

Value	Count	Frequency (%)
8	320	0.3%
7	21	< 0.1%
6	5289	5.2%
5	4778	4.7%
4	10	< 0.1%
3	18831	18.6%
2	18465	18.2%
1	53509	52.9%

discharge_disposition_id
Real number (ℝ)

Distinct	26
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.7275323

Minimum	1
Maximum	28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	18
Maximum	28
Range	27
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	5.2900007
Coefficient of variation (CV)	1.4191697
Kurtosis	5.9566599
Mean	3.7275323
Median Absolute Deviation (MAD)	0
Skewness	2.5550926
Sum	377312
Variance	27.984108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
1	59764	59.0%
3	13907	13.7%
6	12879	12.7%
18	3690	3.6%
2	2128	2.1%
22	1992	2.0%
11	1642	1.6%
5	1184	1.2%
25	988	1.0%
4	815	0.8%
Other values (16)	2234	2.2%

Value	Count	Frequency (%)
1	59764	59.0%
2	2128	2.1%
3	13907	13.7%
4	815	0.8%
5	1184	1.2%
6	12879	12.7%
7	623	0.6%
8	108	0.1%
9	21	< 0.1%
10	6	< 0.1%

Value	Count	Frequency (%)
28	139	0.1%
27	5	< 0.1%
25	988	1.0%
24	48	< 0.1%
23	412	0.4%
22	1992	2.0%
20	2	< 0.1%
19	8	< 0.1%
18	3690	3.6%
17	14	< 0.1%

admission_source_id
Real number (ℝ)

Distinct	17
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.7495036

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	7
Q3	7
95-th percentile	17
Maximum	25
Range	24
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.0712476
Coefficient of variation (CV)	0.70810419
Kurtosis	1.7352943
Mean	5.7495036
Median Absolute Deviation (MAD)	0
Skewness	1.0321366
Sum	581982
Variance	16.575057
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
7	57011	56.3%
1	29519	29.2%
17	6771	6.7%
4	3187	3.1%
6	2261	2.2%
2	1104	1.1%
5	855	0.8%
3	187	0.2%
20	161	0.2%
9	124	0.1%
Other values (7)	43	< 0.1%

Value	Count	Frequency (%)
1	29519	29.2%
2	1104	1.1%
3	187	0.2%
4	3187	3.1%
5	855	0.8%
6	2261	2.2%
7	57011	56.3%
8	16	< 0.1%
9	124	0.1%
10	8	< 0.1%

Value	Count	Frequency (%)
25	2	< 0.1%
22	12	< 0.1%
20	161	0.2%
17	6771	6.7%
14	2	< 0.1%
13	1	< 0.1%
11	2	< 0.1%
10	8	< 0.1%
9	124	0.1%
8	16	< 0.1%

time_in_hospital
Real number (ℝ)

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4047302

Minimum	1
Maximum	14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	11
Maximum	14
Range	13
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9888206
Coefficient of variation (CV)	0.67854794
Kurtosis	0.8358347
Mean	4.4047302
Median Absolute Deviation (MAD)	2
Skewness	1.1293023
Sum	445860
Variance	8.9330483
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
3	17612	17.4%
2	17053	16.8%
1	14110	13.9%
4	13857	13.7%
5	9931	9.8%
6	7523	7.4%
7	5852	5.8%
8	4388	4.3%
9	3000	3.0%
10	2342	2.3%
Other values (4)	5555	5.5%

Value	Count	Frequency (%)
1	14110	13.9%
2	17053	16.8%
3	17612	17.4%
4	13857	13.7%
5	9931	9.8%
6	7523	7.4%
7	5852	5.8%
8	4388	4.3%
9	3000	3.0%
10	2342	2.3%

Value	Count	Frequency (%)
14	1042	1.0%
13	1210	1.2%
12	1448	1.4%
11	1855	1.8%
10	2342	2.3%
9	3000	3.0%
8	4388	4.3%
7	5852	5.8%
6	7523	7.4%
5	9931	9.8%

num_lab_procedures
Real number (ℝ)

Distinct	118
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.103919

Minimum	1
Maximum	132
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	31
median	44
Q3	57
95-th percentile	73
Maximum	132
Range	131
Interquartile range (IQR)	26

Descriptive statistics

Standard deviation	19.681372
Coefficient of variation (CV)	0.45660285
Kurtosis	-0.2477764
Mean	43.103919
Median Absolute Deviation (MAD)	13
Skewness	-0.23447061
Sum	4363108
Variance	387.35642
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3166	3.1%
43	2781	2.7%
44	2472	2.4%
45	2353	2.3%
38	2205	2.2%
40	2189	2.2%
46	2175	2.1%
41	2105	2.1%
42	2104	2.1%
47	2097	2.1%
Other values (108)	77576	76.6%

Value	Count	Frequency (%)
1	3166	3.1%
2	1097	1.1%
3	665	0.7%
4	377	0.4%
5	286	0.3%
6	279	0.3%
7	323	0.3%
8	364	0.4%
9	931	0.9%
10	837	0.8%

Value	Count	Frequency (%)
132	1	< 0.1%
129	1	< 0.1%
126	1	< 0.1%
121	1	< 0.1%
120	1	< 0.1%
118	1	< 0.1%
114	2	< 0.1%
113	3	< 0.1%
111	3	< 0.1%
109	4	< 0.1%

num_procedures
Real number (ℝ)

Zeros

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3447141

Minimum	0
Maximum	6
Zeros	46212
Zeros (%)	45.7%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	6
Range	6
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.707102
Coefficient of variation (CV)	1.2694907
Kurtosis	0.84227892
Mean	1.3447141
Median Absolute Deviation (MAD)	1
Skewness	1.3111571
Sum	136116
Variance	2.9141974
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	46212	45.7%
1	20689	20.4%
2	12697	12.5%
3	9429	9.3%
6	4943	4.9%
4	4177	4.1%
5	3076	3.0%

Value	Count	Frequency (%)
0	46212	45.7%
1	20689	20.4%
2	12697	12.5%
3	9429	9.3%
4	4177	4.1%
5	3076	3.0%
6	4943	4.9%

Value	Count	Frequency (%)
6	4943	4.9%
5	3076	3.0%
4	4177	4.1%
3	9429	9.3%
2	12697	12.5%
1	20689	20.4%
0	46212	45.7%

num_medications
Real number (ℝ)

Distinct	75
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.036118

Minimum	1
Maximum	81
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	10
median	15
Q3	20
95-th percentile	31
Maximum	81
Range	80
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	8.1401813
Coefficient of variation (CV)	0.50761544
Kurtosis	3.4507857
Mean	16.036118
Median Absolute Deviation (MAD)	5
Skewness	1.3236994
Sum	1623224
Variance	66.262551
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
13	6032	6.0%
12	5939	5.9%
15	5754	5.7%
11	5753	5.7%
14	5662	5.6%
16	5391	5.3%
10	5298	5.2%
17	4888	4.8%
9	4879	4.8%
18	4503	4.4%
Other values (65)	47124	46.6%

Value	Count	Frequency (%)
1	262	0.3%
2	468	0.5%
3	896	0.9%
4	1412	1.4%
5	2006	2.0%
6	2692	2.7%
7	3469	3.4%
8	4337	4.3%
9	4879	4.8%
10	5298	5.2%

Value	Count	Frequency (%)
81	1	< 0.1%
79	1	< 0.1%
75	2	< 0.1%
74	1	< 0.1%
72	3	< 0.1%
70	2	< 0.1%
69	5	< 0.1%
68	7	< 0.1%
67	7	< 0.1%
66	5	< 0.1%

number_diagnoses
Real number (ℝ)

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.4190648

Minimum	1
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.5 MiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	6
median	8
Q3	9
95-th percentile	9
Maximum	16
Range	15
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.9344045
Coefficient of variation (CV)	0.26073427
Kurtosis	-0.084876655
Mean	7.4190648
Median Absolute Deviation (MAD)	1
Skewness	-0.87317843
Sum	750980
Variance	3.7419206
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
9	49090	48.5%
5	11353	11.2%
8	10592	10.5%
7	10355	10.2%
6	10130	10.0%
4	5518	5.5%
3	2832	2.8%
2	1023	1.0%
1	215	0.2%
16	45	< 0.1%
Other values (6)	70	0.1%

Value	Count	Frequency (%)
1	215	0.2%
2	1023	1.0%
3	2832	2.8%
4	5518	5.5%
5	11353	11.2%
6	10130	10.0%
7	10355	10.2%
8	10592	10.5%
9	49090	48.5%
10	17	< 0.1%

Value	Count	Frequency (%)
16	45	< 0.1%
15	10	< 0.1%
14	7	< 0.1%
13	16	< 0.1%
12	9	< 0.1%
11	11	< 0.1%
10	17	< 0.1%
9	49090	48.5%
8	10592	10.5%
7	10355	10.2%

diabetesMed
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

1	77862
0	23361

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	101223
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

Most occurring characters

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	101223	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	101223	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	101223	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	77862	76.9%
0	23361	23.1%

readmitted
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 MiB

NO	54533
>30	35352
<30	11338

Length

Max length	3
Median length	2
Mean length	2.4612588
Min length	2

Characters and Unicode

Total characters	249136
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NO
2nd row	>30
3rd row	NO
4th row	NO
5th row	NO

Common Values

Value	Count	Frequency (%)
NO	54533	53.9%
>30	35352	34.9%
<30	11338	11.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
no	54533	53.9%
30	46690	46.1%

Most occurring characters

Value	Count	Frequency (%)
N	54533	21.9%
O	54533	21.9%
3	46690	18.7%
0	46690	18.7%
>	35352	14.2%
<	11338	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	249136	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
N	54533	21.9%
O	54533	21.9%
3	46690	18.7%
0	46690	18.7%
>	35352	14.2%
<	11338	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	249136	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
N	54533	21.9%
O	54533	21.9%
3	46690	18.7%
0	46690	18.7%
>	35352	14.2%
<	11338	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	249136	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
N	54533	21.9%
O	54533	21.9%
3	46690	18.7%
0	46690	18.7%
>	35352	14.2%
<	11338	4.6%

	admission_source_id	admission_type_id	age	diabetesMed	discharge_disposition_id	num_lab_procedures	num_medications	num_procedures	number_diagnoses	readmitted	time_in_hospital
admission_source_id	1.000	-0.381	0.049	0.018	0.043	0.136	-0.063	-0.203	0.105	0.056	0.004
admission_type_id	-0.381	1.000	-0.022	0.043	0.019	-0.224	0.086	0.214	-0.126	0.045	-0.017
age	0.049	-0.022	1.000	0.043	0.253	0.027	0.027	-0.058	0.196	0.038	0.120
diabetesMed	0.018	0.043	0.043	1.000	0.082	0.043	0.197	0.028	0.031	0.062	0.071
discharge_disposition_id	0.043	0.019	0.253	0.082	1.000	0.059	0.170	0.011	0.152	0.120	0.274
num_lab_procedures	0.136	-0.224	0.027	0.043	0.059	1.000	0.251	0.023	0.170	0.031	0.336
num_medications	-0.063	0.086	0.027	0.197	0.170	0.251	1.000	0.352	0.294	0.063	0.465
num_procedures	-0.203	0.214	-0.058	0.028	0.011	0.023	0.352	1.000	0.070	0.037	0.186
number_diagnoses	0.105	-0.126	0.196	0.031	0.152	0.170	0.294	0.070	1.000	0.082	0.238
readmitted	0.056	0.045	0.038	0.062	0.120	0.031	0.063	0.037	0.082	1.000	0.047
time_in_hospital	0.004	-0.017	0.120	0.071	0.274	0.336	0.465	0.186	0.238	0.047	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	age	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	num_lab_procedures	num_procedures	num_medications	number_diagnoses	diabetesMed	readmitted
0	5	6	25	1	1	41	0	1	1	0	NO
1	15	1	1	7	3	59	0	18	9	1	>30
2	25	1	1	7	2	11	5	13	6	1	NO
3	35	1	1	7	2	44	1	16	7	1	NO
4	45	1	1	7	1	51	0	8	5	1	NO
5	55	2	1	2	3	31	6	16	9	1	>30
6	65	3	1	2	4	70	1	21	7	1	NO
7	75	1	1	7	5	73	0	12	8	1	>30
8	85	2	1	4	13	68	2	28	8	1	NO
9	95	3	3	4	12	33	3	18	8	1	NO

	age	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	num_lab_procedures	num_procedures	num_medications	number_diagnoses	diabetesMed	readmitted
101756	65	1	1	7	2	46	6	17	9	1	>30
101757	75	1	1	7	5	21	1	16	9	1	NO
101758	85	1	1	7	5	76	1	22	9	1	NO
101759	85	1	1	7	1	1	0	15	7	1	NO
101760	65	1	1	7	6	45	1	25	9	1	>30
101761	75	1	3	7	3	51	0	16	9	1	>30
101762	85	1	4	5	5	33	3	18	9	1	NO
101763	75	1	1	7	1	53	0	9	13	1	NO
101764	85	2	3	7	10	45	2	21	9	1	NO
101765	75	1	1	7	6	13	3	3	9	0	NO

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

	age	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	num_lab_procedures	num_procedures	num_medications	number_diagnoses	diabetesMed	readmitted
0	5	6	25	1	1	41	0	1	1	0	NO
1	15	1	1	7	3	59	0	18	9	1	>30
2	25	1	1	7	2	11	5	13	6	1	NO
3	35	1	1	7	2	44	1	16	7	1	NO
4	45	1	1	7	1	51	0	8	5	1	NO
5	55	2	1	2	3	31	6	16	9	1	>30
6	65	3	1	2	4	70	1	21	7	1	NO
7	75	1	1	7	5	73	0	12	8	1	>30
8	85	2	1	4	13	68	2	28	8	1	NO
9	95	3	3	4	12	33	3	18	8	1	NO

	age	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	num_lab_procedures	num_procedures	num_medications	number_diagnoses	diabetesMed	readmitted
0	5	6	25	1	1	41	0	1	1	0	NO
1	15	1	1	7	3	59	0	18	9	1	>30
2	25	1	1	7	2	11	5	13	6	1	NO
3	35	1	1	7	2	44	1	16	7	1	NO
4	45	1	1	7	1	51	0	8	5	1	NO
5	55	2	1	2	3	31	6	16	9	1	>30
6	65	3	1	2	4	70	1	21	7	1	NO
7	75	1	1	7	5	73	0	12	8	1	>30
8	85	2	1	4	13	68	2	28	8	1	NO
9	95	3	3	4	12	33	3	18	8	1	NO

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

	age	admission_type_id	discharge_disposition_id	admission_source_id	time_in_hospital	num_lab_procedures	num_procedures	num_medications	number_diagnoses	diabetesMed	readmitted
0	5	6	25	1	1	41	0	1	1	0	NO
1	15	1	1	7	3	59	0	18	9	1	>30
2	25	1	1	7	2	11	5	13	6	1	NO
3	35	1	1	7	2	44	1	16	7	1	NO
4	45	1	1	7	1	51	0	8	5	1	NO
5	55	2	1	2	3	31	6	16	9	1	>30
6	65	3	1	2	4	70	1	21	7	1	NO
7	75	1	1	7	5	73	0	12	8	1	>30
8	85	2	1	4	13	68	2	28	8	1	NO
9	95	3	3	4	12	33	3	18	8	1	NO